Two papers from work done at University of Cambridge are accepted at ACL 2025 main conference! What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models